main.py

from fastapi import FastAPI, HTTPException
from fastapi.responses import HTMLResponse
import gradio as gr

app = FastAPI()

def create_chart(categories, values):
    data = {"students": categories, "marks": values}
    plot = gr.LinePlot(data, every=5, x="students", y="marks", y_title="marks (percent)", overlay_point=True, width=500, height=500)
    return plot

@app.post("/form/")
async def show_chart(categories: list, values: list):
    chart = create_chart(categories, values)
    return HTMLResponse(content=chart.launch(), status_code=200)

@app.get("/visualization/", response_class=HTMLResponse)
async def show_visualization():
    # For simplicity, I'm assuming you have two lists of categories and values
    # Modify this part based on your actual data structure
    categories = ["Category1", "Category2", "Category3"]
    values = [10, 20, 30]

    chart = create_chart(categories, values)
    return HTMLResponse(content=chart.launch(), status_code=200)